Alan Perotti
Alan Perotti
CentAI Institute
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Cited by
Cited by
Doctor XAI: an ontology-based approach to black-box sequential data classification explanations
C Panigutti, A Perotti, D Pedreschi
Proceedings of the 2020 conference on fairness, accountability, and …, 2020
To trust or not to trust an explanation: using LEAF to evaluate local linear XAI methods
E Amparore, A Perotti, P Bajardi
PeerJ Computer Science 7, e479, 2021
FairLens: Auditing black-box clinical decision support systems
C Panigutti, A Perotti, A Panisson, P Bajardi, D Pedreschi
Information Processing & Management 58 (5), 102657, 2021
Real-time behavioral DGA detection through machine learning
F Bisio, S Saeli, P Lombardo, D Bernardi, A Perotti, D Massa
2017 International Carnahan Conference on Security Technology (ICCST), 1-6, 2017
Multi-sorted argumentation
T Rienstra, A Perotti, S Villata, DM Gabbay, L van der Torre
Theorie and Applications of Formal Argumentation: First International …, 2012
Rewriting rules for the computation of goal-oriented changes in an argumentation system
D Kontarinis, E Bonzon, N Maudet, A Perotti, L van der Torre, S Villata
Computational Logic in Multi-Agent Systems: 14th International Workshop …, 2013
Conditional labelling for abstract argumentation
G Boella, DM Gabbay, A Perotti, L van der Torre, S Villata
Theorie and Applications of Formal Argumentation: First International …, 2012
Explainability Methods for Natural Language Processing: Applications to Sentiment Analysis.
F Bodria, A Panisson, A Perotti, S Piaggesi
SEBD, 100-107, 2020
Understanding network traffic states using transfer learning
P Krishnakumari, A Perotti, V Pinto, O Cats, H van Lint
2018 21st International Conference on Intelligent Transportation Systems …, 2018
Explaining Identity-aware Graph Classifiers through the Language of Motifs
A Perotti, P Bajardi, F Bonchi, A Panisson
2023 International Joint Conference on Neural Networks (IJCNN), 1-8, 2023
Learning and reasoning about norms using neural-symbolic systems
A Perotti, G Boella, S Colombo Tosatto, AS d’Avila Garcez, V Genovese, ...
International Conference on Autonomous Agents and Multiagent Systems, AAMAS …, 2012
Continuous-action reinforcement learning for portfolio allocation of a life insurance company
C Abrate, A Angius, G De Francisci Morales, S Cozzini, F Iadanza, ...
Machine Learning and Knowledge Discovery in Databases. Applied Data Science …, 2021
Coalition formation via negotiation in multiagent systems with voluntary attacks
G Boella, DM Gabbay, A Perotti, S Villata
Proceedings of the 22th Belgian-Netherlands Conference on Artificial …, 2010
Co-design of human-centered, explainable AI for clinical decision support
C Panigutti, A Beretta, D Fadda, F Giannotti, D Pedreschi, A Perotti, ...
ACM Transactions on Interactive Intelligent Systems, 2023
Neural networks for runtime verification
A Perotti, AA Garcez, G Boella
2014 International Joint Conference on Neural Networks (IJCNN), 2637-2644, 2014
Explainability methods for natural language processing: Applications to sentiment analysis (discussion paper)
F Bodria, A Panisson, A Perotti, S Piaggesi
Runtime verification through forward chaining
A Perotti, G Boella, AA Garcez
Runtime Verification: 6th International Conference, RV 2015, Vienna, Austria …, 2015
Revealing the determinants of gender inequality in urban cycling with large-scale data
A Battiston, L Napoli, P Bajardi, A Panisson, A Perotti, M Szell, ...
EPJ Data Science 12 (1), 9, 2023
RuleRunner technical report
A Perotti
arXiv preprint arXiv:1306.0810, 2013
Quantitative and ontology-based comparison of explanations for image classification
V Ghidini, A Perotti, R Schifanella
Machine Learning, Optimization, and Data Science: 5th International …, 2019
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